AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Lyndsey Beckhardt

Examiner Lyndsey Beckhardt appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 24.2%, they average 3.22 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.22
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 270-7676
Predicted Supervisor
Brian-Yong Kwon
Supervisor Phone
(571) 272-0581
Tech Center
1600 - Biotechnology and Organic
Group
1610 - Pharmaceutical and Agricultural Compositions

Metrics

Applications Evaluated
636
Granted Applications
154
Non-Granted Applications
482
Avg OA / Grant
3.22
Last OA Observed
March 2026 (3 months ago)
Art Units Seen
1613 , 1615
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 24.2% 3.22
Art Unit 21 32.5% 2.42
Group 213 32.3% 2.42
Tech Center 1,349 39.5% 2.02
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026
Shaded region marks the last two observed years, where grant outcomes may lag due to recency.
Year Applications Granted Grant Rate
No observed data before 2008; examiner may not yet have been active in the available dataset.
2008 2 0 0.0%
2009 27 7 25.9%
2010 39 7 17.9%
2011 48 10 20.8%
2012 51 14 27.5%
2013 52 20 38.5%
2014 42 17 40.5%
2015 45 14 31.1%
2016 25 9 36.0%
2017 22 6 27.3%
2018 19 4 21.1%
2019 17 6 35.3%
2020 26 5 19.2%
2021 32 9 28.1%
2022 25 9 36.0%
2023 26 8 30.8%
2024 31 7 22.6%
2025 72 2 2.8%
2026 35 0 0.0%

154 family-cache-validated grants; 0 OA-only grant signals.

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 642 0.2% 2.5% 56.4% 0.2%
2 479 0.2% 2.1% 69.3% 3.5%
3 257 0.0% 1.9% 75.5% 2.7%
4 176 0.0% 1.7% 77.8% 3.4%
5 89 0.0% 4.5% 71.9% 2.2%
6 54 0.0% 3.7% 79.6% 1.9%
7 29 0.0% 3.4% 82.8% 0.0%
8 23 0.0% 0.0% 73.9% 8.7%
9 12 0.0% 8.3% 50.0% 0.0%
10 6 0.0% 0.0% 33.3% 50.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2008
1.0%
2009
0.7%
2010
0.0%
2011
0.0%
2012
0.0%
2013
0.0%
2014
0.0%
2015
0.0%
2016
0.0%
2017
0.0%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.0%
2023
0.0%
2024
0.0%
2025
0.0%
2026

Each bar shows the share of this examiner's observed office actions in that year that included a § 101 rejection.